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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFT27 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
49.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
48.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
46.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
45.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
41.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
39.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
39.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
38.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
38.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
37.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
37.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
37.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
37.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
36.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
35.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
35.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
34.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
32.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
31.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
29.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
29.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
29.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
27.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
27.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
27.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
26.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
26.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
24.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
24.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
23.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
19.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
19.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFT27 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
42.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
40.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
40.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
39.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
38.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
37.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
36.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
34.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
34.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
34.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
34.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
33.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
32.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
29.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
28.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
28.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
28.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
28.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
28.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
27.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
26.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
25.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
25.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
24.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
24.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
23.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
23.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
23.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
23.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
22.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
22.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
21.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
21.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
21.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
21.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
21.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
21.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
20.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
20.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
20.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
20.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
20.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
19.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
19.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
19.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
18.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
18.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
17.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
17.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
17.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
17.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
17.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
16.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
16.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
16.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
16.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
16.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
15.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
15.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
15.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
15.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
15.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
15.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
14.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
11.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
11.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
11.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
10.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
10.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
8.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
7.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFT27 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
25.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
19.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
16.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
13.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
13.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
12.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
12.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
11.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
10.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
10.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
9.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
8.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
7.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFT27 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
85.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
65.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
63.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
58.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
57.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
57.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
56.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
55.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
55.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
54.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
54.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
54.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
53.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
53.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
52.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
52.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
52.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
51.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
51.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
50.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
50.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
49.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
49.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
49.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
48.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
48.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
47.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
47.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
47.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
46.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
46.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
46.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
46.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
45.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
45.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
45.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
45.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
45.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
45.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
44.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
44.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
44.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
44.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
44.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
44.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
44.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
43.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
43.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
43.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
42.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
42.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
42.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
41.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
41.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
41.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
41.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
40.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
40.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
40.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
39.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
39.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
39.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
39.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
39.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
39.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
38.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
38.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
38.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
38.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
37.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
37.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
37.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
37.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
37.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
37.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
37.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
37.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
37.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
36.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
36.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
36.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
36.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
36.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
36.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
36.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
35.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
35.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
35.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
35.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
35.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
35.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
34.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
34.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
34.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
34.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
34.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
34.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
33.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
33.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
33.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
32.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
32.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
31.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
31.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
31.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
31.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
31.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
31.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
30.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
30.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
30.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
30.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
29.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
29.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
29.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
29.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
29.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
28.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
28.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
28.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
27.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
27.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
27.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
27.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
27.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
27.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
27.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
27.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
27.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
27.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
26.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
25.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
25.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
24.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
24.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
24.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
23.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
22.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
21.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
21.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
21.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
20.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
20.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
19.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
18.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
18.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
18.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
17.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
17.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
17.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
16.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
16.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
14.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
8.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.2
CPT0088970003
Tumor
1.0
CPT0001180009
Tumor
0.8
CPT0025880003
Tumor
0.8
CPT0014450004
Tumor
0.6
CPT0002350011
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0078800003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0088690003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0000780007
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0007870001
Normal
0.3
CPT0088780001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0078530001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0065870003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0014130001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0092310003
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0017450001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0019160001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0007320003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0092290003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0092730003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0012280003
Tumor
-0.4
CPT0078930003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
